works*

An index of every project I've designed, built, and shipped. Hover any entry. Click to step inside.

FasalGuard

End-to-end mobile plant disease detection system: YOLOv8 localizes and crops leaves from noisy field photos, then a Vision Transformer classifies 38 disease classes across 13 crop species at 93% accuracy. Exposed through FastAPI with a Groq-powered chatbot, served via React Native.

Computer Vision · Mobile AI

2026

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PneumoDetect

Single-backbone Vision Transformer pipeline for pneumonia detection from chest X-rays. Removed traditional CLAHE preprocessing entirely, cutting inference latency by 40%. Deployed via Docker on Hugging Face Spaces.

Computer Vision · Healthcare

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2026

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SpamShield

Fine-tuned DistilBERT on 190K emails for contextual spam/ham classification. Retains 97% of BERT accuracy while running 60% faster on CPU. Single-page dashboard with confidence metrics and session logging, deployed on Hugging Face Spaces.

NLP · Transformer

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2026

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Heart Disease Prediction

Compared Logistic Regression, Decision Tree, and Random Forest on a CVD dataset with GridSearchCV tuning. Optimized for recall to minimize false negatives — the most critical metric in medical diagnosis.

ML · Healthcare Analytics

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2024

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Housing Price ANN

Multi-layer ANN (128-64-1) on California Housing data with dropout regularization and early stopping. Demonstrates that deep learning generalizes on structured tabular data when properly regularized.

Deep Learning · Regression

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2024

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Fashion MNIST CNN

CNN pipeline classifying 60K grayscale images across 10 clothing categories. Alternating Conv2D + MaxPooling for hierarchical feature extraction with dropout regularization. 90.12% accuracy, 89.93% F1-score.

Computer Vision · Deep Learning

2024

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Data Dashboard

Streamlit dashboard that replaces manual EDA boilerplate: upload any CSV and instantly get descriptive stats, 6 visualization types, missing-value handling, and downloadable summary reports.

Data Science · Dashboard

2024

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Index · 7 entries · Last revised 2026

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